Reliability Modelling with Information Measures

N. Unnikrishnan Nair (Cochin Uni of Science and Technology, India), S.M. Sunoj, G. Rajesh

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English

CRC Press
08 October 2024

Quality Assurance (QA) & Total Quality Management (TQM); Biology, life sciences; Industrial quality control

The book deals with the application of various measures of information like the entropy, divergence, inaccuracy, etc. in modelling lifetimes of devices or equipment in reliability analysis. This is an emerging area of study and research during the last two decades and is of potential interest in many fields. In this work the classical measures of uncertainty are sufficiently modified to meet the needs of lifetime data analysis. The book provides an exhaustive collection of materials in a single volume to make it a comprehensive source of reference.

The first treatise on the subject. It brings together the work that have appeared in journals on different disciplines. It will serve as a text for graduate students and practioners of special studies in information theory, as well as statistics and as a reference book for researchers. The book contains illustrative examples, tables and figures for clarifying the concepts and methodologies, the book is self-contained. It helps students to access information relevant to careers in industry, engineering, applied statistics, etc.

By: N. Unnikrishnan Nair (Cochin Uni of Science and Technology India), S.M. Sunoj, G. Rajesh
Imprint: CRC Press
Country of Publication: United Kingdom
Dimensions: Height: 254mm, Width: 178mm,
ISBN: 9781032314174
ISBN 10: 1032314176
Pages: 346
Publication Date: 08 October 2024
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Forthcoming

1. Preliminaries 2. Residual Entropy 3. Entropy of Past Life 4. Generalized Entropies 5. Divergence Measures 6. Inaccuracy 7. Cumulative Entropy 8. Generalized Cumulative Entropy and Divergence

N. Unnikrishnan Nair gained his Ph.D from the University of Kerala, India and was conferred the degree of Doctor of Humane Letters by Juniata College, USA. He is a Fellow of the Indian Society for Probability and Statistics and its past President. He was also a member of the International Statistical Institute. Nair was the Professor and Chair of the Department of Statistics of the Cochin University of Science and Technology, India, and Dean, Faculty of Science. He also served the University as its Vice Chancellor. He has published six books of which he is the leading author of two recent titles, Quantile-based Reliability Analysis by Birkhauser and Reliability Modeling and Analysis in Discrete Time by Academic Press. He has published over 170 papers in refereed international journals. S.M. Sunoj gained his Ph.D from the Cochin University of Science and Technology, India. He is the Professor of Department of Statistics, Cochin University of Science and Technology. He has published over 65 papers in refereed international journals. He is an elected member of the International Statistical Institute. He is currently the Associate Editor of the Journal of the Indian Society for Probability and Statistics, India. His areas of research include distribution theory, reliability theory and information measures. G. Rajesh is the Professor of the Department of Statistics, Cochin University of Science and Technology, India. He received his Ph.D from the Department of Statistics, Cochin University of Science and Technology, India. His main areas of research include distribution theory, information measures and non-parametric inferences. He has published more than 50 research papers in refereed international journals.